Pith Number

pith:4GTGARUO

pith:2026:4GTGARUONHKFKE372NOQ64PYMS

not attested not anchored not stored refs pending

Conv-FinRe: A Conversational and Longitudinal Benchmark for Utility-Grounded Financial Recommendation

Dongji Feng, Fengran Mo, Jian-Yun Nie, Jimin Huang, Lingfei Qian, Rosie Guo, Vincent Jim Zhang, Xue Liu, Xueqing Peng, Yankai Chen, Yan Wang, Yi Han, Yueru He, Zhuohan Xie

arxiv:2602.16990 v2 · 2026-02-19 · cs.AI · cs.CE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4GTGARUONHKFKE372NOQ64PYMS}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

Sell Me This Stock: Unsafe Recommendation Drift in LLM Agents

Learning to Route Queries to Heads for Attention-based Re-ranking with Large Language Models

Receipt and verification

First computed	2026-05-20T00:04:26.030384Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1a660468e69d455137fd35d0f71f864a501bf68cccf5e3e9b5045c382f025ec

Aliases

arxiv: 2602.16990 · arxiv_version: 2602.16990v2 · doi: 10.48550/arxiv.2602.16990 · pith_short_12: 4GTGARUONHKF · pith_short_16: 4GTGARUONHKFKE37 · pith_short_8: 4GTGARUO

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/4GTGARUONHKFKE372NOQ64PYMS \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: e1a660468e69d455137fd35d0f71f864a501bf68cccf5e3e9b5045c382f025ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34fe3cb88baca2eda512bd45c5973182ddb061839e91edc9a32b0a1863d67a4f",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-02-19T01:29:50Z",
    "title_canon_sha256": "c5a3d7e0367b67c8e0bf6afc0c9a14e2a82462a6bb1a620232f214a671d0ed91"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.16990",
    "kind": "arxiv",
    "version": 2
  }
}